{"id":"W7052243384","doi":"","title":"Physicians' Efficacy Requirements for Prescribing Medications to Persons with Alzheimer's Disease","year":2007,"lang":"en","type":"article","venue":"Project Muse (Johns Hopkins University)","topic":"Plasma Diagnostics and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Disease; Medical prescription; MEDLINE; Clinical trial; Diabetes mellitus; Medication adherence; Geriatrics; Polypharmacy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01910406,0.0002506633,0.0006123996,0.001908959,0.001422166,0.00185172,0.001070496,0.002137378,0.009850298],"category_scores_gemma":[0.1763267,0.0004223691,0.001145442,0.0006460112,0.0004891055,0.0008724669,0.000678153,0.001324605,0.001611045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002419846,"about_ca_system_score_gemma":0.005328001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01138506,"about_ca_topic_score_gemma":0.01543617,"domain_scores_codex":[0.972681,0.009882499,0.005279057,0.00106515,0.0099704,0.001121895],"domain_scores_gemma":[0.6697814,0.2729581,0.02503879,0.005594391,0.01994675,0.006680436],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005231519,0.003590302,0.7988111,0.0004541734,0.0002732969,0.001149337,0.002382603,0.005358086,0.004672375,0.005313044,0.02670755,0.1460565],"study_design_scores_gemma":[0.0004547313,0.001920975,0.9654527,0.0002673618,0.0002143852,0.001468988,0.001141921,0.008573027,0.003082976,0.001952204,0.01539635,0.00007429383],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8779616,0.002239795,0.00453846,0.02253503,0.0003912979,0.0007904819,0.004612511,0.0005400858,0.08639067],"genre_scores_gemma":[0.9886973,0.0002674895,0.004684299,0.002072201,0.0001630801,0.0002169986,0.001102035,0.00004429087,0.00275235],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01910406,"threshold_uncertainty_score":0.1010331,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02495741870126222,"score_gpt":0.2430354235343778,"score_spread":0.2180780048331155,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}